Sep 2026
Uncertainty-Guided Decision-Making in Bumble Bees
Ying-Ying He, Q. Ye, Lin Lin et al.
· bioRxiv · 0 citations
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Simplifying in silico protein evolution with minimal screening by unZipro.
UnZipro is presented, an efficient, scalable, and generalizable framework for zero-shot, in silico protein evolution, that integrates a compact, pre-trained inverse folding model with meta-learning to derive family-specific fitness landscapes.
Zhao-Hui Qin, Sanzeng Zhao, Zhao-Long Deng et al.
· Molecules and Cells · 1 citation
Open access
Aug 2026
A unified framework and benchmark for generalizable biomedical knowledge extraction and applications with large language models
Results demonstrate that InfoFlowEX equips LLMs with robust adaptability, achieving consistent gains over baselines with minimal task-specific customization, highlighting InfoFlowEX for real-world biomedical applications.
Wuyang Lan, Siqi Zhang, Wenzheng Wang et al.
· Cell Reports Medicine · 0 citations